Overview

Dataset Statistics

Number of Variables 58
Number of Rows 1264
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 713.6 KB
Average Row Size in Memory 578.1 B
Variable Types
  • Numerical: 56
  • Categorical: 1
  • GeoGraphy: 1

Dataset Insights

Water (0.33 liter bottle, in restaurants) (USD) and Taxi 1km (Normal Tariff) (USD) have similar distributions Similar Distribution
Eggs (regular) (12) (USD) and Imported Beer (0.33 liter bottle, at the market) (USD) have similar distributions Similar Distribution
Potato (1kg) (USD) and Onion (1kg) (USD) have similar distributions Similar Distribution
Cigarettes 20 Pack (Marlboro) (USD) and Mortgage Interest Rate in Percentages (%), Yearly, for 20 Years Fixed-Rate have similar distributions Similar Distribution
Milk (regular), (1 liter) (USD) is skewed Skewed
Rice (white), (1kg) (USD) is skewed Skewed
Beef Round (1kg) (or Equivalent Back Leg Red Meat) (USD) is skewed Skewed
Apples (1kg) (USD) is skewed Skewed
Banana (1kg) (USD) is skewed Skewed
Potato (1kg) (USD) is skewed Skewed
Onion (1kg) (USD) is skewed Skewed
Lettuce (1 head) (USD) is skewed Skewed
Water (1.5 liter bottle, at the market) (USD) is skewed Skewed
Imported Beer (0.33 liter bottle, at the market) (USD) is skewed Skewed
Cigarettes 20 Pack (Marlboro) (USD) is skewed Skewed
Taxi 1hour Waiting (Normal Tariff) (USD) is skewed Skewed
Volkswagen Golf 1.4 90 KW Trendline (Or Equivalent New Car) (USD) is skewed Skewed
Toyota Corolla Sedan 1.6l 97kW Comfort (Or Equivalent New Car) (USD) is skewed Skewed
Internet (60 Mbps or More, Unlimited Data, Cable/ADSL) (USD) is skewed Skewed
Preschool (or Kindergarten), Full Day, Private, Monthly for 1 Child (USD) is skewed Skewed
1 Summer Dress in a Chain Store (Zara, H&M, …) (USD) is skewed Skewed
1 Pair of Nike Running Shoes (Mid-Range) (USD) is skewed Skewed
Apartment (1 bedroom) in City Centre (USD) is skewed Skewed
Apartment (1 bedroom) Outside of Centre (USD) is skewed Skewed
Apartment (3 bedrooms) in City Centre (USD) is skewed Skewed
Apartment (3 bedrooms) Outside of Centre (USD) is skewed Skewed
Price per Square Meter to Buy Apartment in City Centre (USD) is skewed Skewed
Price per Square Meter to Buy Apartment Outside of Centre (USD) is skewed Skewed
Average Monthly Net Salary (After Tax) (USD) is skewed Skewed
Mortgage Interest Rate in Percentages (%), Yearly, for 20 Years Fixed-Rate is skewed Skewed
City has a high cardinality: 1252 distinct values High Cardinality
Country has a high cardinality: 144 distinct values High Cardinality
  • 1
  • 2
  • 3
  • 4

Variables


Unnamed: 0

numerical

Approximate Distinct Count 1264
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1475.0483
Minimum 0
Maximum 4867
Zeros 1
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Unnamed: 0 is skewed right (γ1 = 0.7473)

Quantile Statistics

Minimum 0
5-th Percentile 73.75
Q1 464.75
Median 1217
Q3 2257
95-th Percentile 3810.25
Maximum 4867
Range 4867
IQR 1792.25

Descriptive Statistics

Mean 1475.0483
Standard Deviation 1175.3005
Variance 1.3813e+06
Sum 1.8645e+06
Skewness 0.7473
Kurtosis -0.3473
Coefficient of Variation 0.7968

City

categorical

Approximate Distinct Count 1252
Approximate Unique (%) 99.1%
Missing 0
Missing (%) 0.0%
Memory Size 92415

Length

Mean 8.1131
Standard Deviation 3.0963
Median 8
Minimum 3
Maximum 26

Sample

1st row Delhi
2nd row Shanghai
3rd row Jakarta
4th row Manila
5th row Seoul

Letter

Count 10006
Lowercase Letter 8535
Space Separator 224
Uppercase Letter 1471
Dash Punctuation 18
Decimal Number 0
  • City contains many words: 1367 words
  • The largest value (city) is over 1.57 times larger than the second largest value (de)

Country

categorical

Approximate Distinct Count 144
Approximate Unique (%) 11.4%
Missing 0
Missing (%) 0.0%
Memory Size 92183
  • The largest value (United States) is over 2.26 times larger than the second largest value (United Kingdom)

Length

Mean 7.9296
Standard Deviation 3.2049
Median 7
Minimum 4
Maximum 22

Sample

1st row India
2nd row China
3rd row Indonesia
4th row Philippines
5th row South Korea

Letter

Count 9769
Lowercase Letter 8251
Space Separator 254
Uppercase Letter 1518
Dash Punctuation 0
Decimal Number 0

Meal, Inexpensive Restaurant (USD)

numerical

Approximate Distinct Count 449
Approximate Unique (%) 35.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 9.7817
Minimum 0.67
Maximum 31.7
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Meal, Inexpensive Restaurant (USD) is skewed right (γ1 = 0.5255)

Quantile Statistics

Minimum 0.67
5-th Percentile 1.87
Q1 4.3675
Median 8.99
Q3 15
95-th Percentile 20
Maximum 31.7
Range 31.03
IQR 10.6325

Descriptive Statistics

Mean 9.7817
Standard Deviation 6.1219
Variance 37.4778
Sum 12364.02
Skewness 0.5255
Kurtosis -0.4354
Coefficient of Variation 0.6259
  • Meal, Inexpensive Restaurant (USD) has 2 outliers

Meal for 2 People, Mid-range Restaurant, Three-course (USD)

numerical

Approximate Distinct Count 546
Approximate Unique (%) 43.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 43.9691
Minimum 5.62
Maximum 150
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Meal for 2 People, Mid-range Restaurant, Three-course (USD) is skewed right (γ1 = 0.6521)

Quantile Statistics

Minimum 5.62
5-th Percentile 10.3675
Q1 23.8425
Median 40
Q3 62.32
95-th Percentile 84.08
Maximum 150
Range 144.38
IQR 38.4775

Descriptive Statistics

Mean 43.9691
Standard Deviation 24.8742
Variance 618.7257
Sum 55576.89
Skewness 0.6521
Kurtosis 0.1485
Coefficient of Variation 0.5657
  • Meal for 2 People, Mid-range Restaurant, Three-course (USD) is not normally distributed (p-value 8.509709348603062e-05)
  • Meal for 2 People, Mid-range Restaurant, Three-course (USD) has 9 outliers

McMeal at McDonalds (or Equivalent Combo Meal) (USD)

numerical

Approximate Distinct Count 395
Approximate Unique (%) 31.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 6.8088
Minimum 2.01
Maximum 18.35
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • McMeal at McDonalds (or Equivalent Combo Meal) (USD) is skewed right (γ1 = 0.832)

Quantile Statistics

Minimum 2.01
5-th Percentile 3.08
Q1 4.89
Median 6.55
Q3 8.5
95-th Percentile 10.39
Maximum 18.35
Range 16.34
IQR 3.61

Descriptive Statistics

Mean 6.8088
Standard Deviation 2.6025
Variance 6.7732
Sum 8606.31
Skewness 0.832
Kurtosis 1.5372
Coefficient of Variation 0.3822
  • McMeal at McDonalds (or Equivalent Combo Meal) (USD) has 29 outliers

Domestic Beer (0.5 liter draught, in restaurants) (USD)

numerical

Approximate Distinct Count 352
Approximate Unique (%) 27.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 3.3604
Minimum 0.44
Maximum 12.36
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Domestic Beer (0.5 liter draught, in restaurants) (USD) is skewed right (γ1 = 0.8565)

Quantile Statistics

Minimum 0.44
5-th Percentile 0.88
Q1 1.59
Median 2.665
Q3 5
95-th Percentile 7.084
Maximum 12.36
Range 11.92
IQR 3.41

Descriptive Statistics

Mean 3.3604
Standard Deviation 2.1072
Variance 4.4405
Sum 4247.55
Skewness 0.8565
Kurtosis 0.2508
Coefficient of Variation 0.6271
  • Domestic Beer (0.5 liter draught, in restaurants) (USD) is not normally distributed (p-value 0.0014255480275723027)
  • Domestic Beer (0.5 liter draught, in restaurants) (USD) has 5 outliers

Imported Beer (0.33 liter bottle, in restaurants) (USD)

numerical

Approximate Distinct Count 357
Approximate Unique (%) 28.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 3.8291
Minimum 0.5
Maximum 14.25
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Imported Beer (0.33 liter bottle, in restaurants) (USD) is skewed right (γ1 = 0.9751)

Quantile Statistics

Minimum 0.5
5-th Percentile 1.39
Q1 2.24
Median 3.5
Q3 5.05
95-th Percentile 7.382
Maximum 14.25
Range 13.75
IQR 2.81

Descriptive Statistics

Mean 3.8291
Standard Deviation 1.9722
Variance 3.8897
Sum 4840.02
Skewness 0.9751
Kurtosis 1.2998
Coefficient of Variation 0.5151
  • Imported Beer (0.33 liter bottle, in restaurants) (USD) has 13 outliers

Cappuccino (regular, in restaurants) (USD)

numerical

Approximate Distinct Count 408
Approximate Unique (%) 32.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2.6391
Minimum 0.39
Maximum 7.67
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cappuccino (regular, in restaurants) (USD) is skewed right (γ1 = 0.4825)

Quantile Statistics

Minimum 0.39
5-th Percentile 1.02
Q1 1.5875
Median 2.515
Q3 3.46
95-th Percentile 4.8785
Maximum 7.67
Range 7.28
IQR 1.8725

Descriptive Statistics

Mean 2.6391
Standard Deviation 1.2237
Variance 1.4974
Sum 3335.83
Skewness 0.4825
Kurtosis -0.5172
Coefficient of Variation 0.4637
  • Cappuccino (regular, in restaurants) (USD) has 1 outliers

Coke/Pepsi (0.33 liter bottle, in restaurants) (USD)

numerical

Approximate Distinct Count 305
Approximate Unique (%) 24.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.5129
Minimum 0.18
Maximum 5.63
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Coke/Pepsi (0.33 liter bottle, in restaurants) (USD) is skewed right (γ1 = 0.6762)

Quantile Statistics

Minimum 0.18
5-th Percentile 0.38
Q1 0.74
Median 1.385
Q3 2.18
95-th Percentile 2.9885
Maximum 5.63
Range 5.45
IQR 1.44

Descriptive Statistics

Mean 1.5129
Standard Deviation 0.8985
Variance 0.8072
Sum 1912.29
Skewness 0.6762
Kurtosis 0.3098
Coefficient of Variation 0.5939
  • Coke/Pepsi (0.33 liter bottle, in restaurants) (USD) is not normally distributed (p-value 0.005322623608676511)
  • Coke/Pepsi (0.33 liter bottle, in restaurants) (USD) has 10 outliers

Water (0.33 liter bottle, in restaurants) (USD)

numerical

Approximate Distinct Count 267
Approximate Unique (%) 21.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.0888
Minimum 0.08
Maximum 4.49
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Water (0.33 liter bottle, in restaurants) (USD) is skewed right (γ1 = 0.9194)

Quantile Statistics

Minimum 0.08
5-th Percentile 0.1715
Q1 0.45
Median 0.97
Q3 1.58
95-th Percentile 2.39
Maximum 4.49
Range 4.41
IQR 1.13

Descriptive Statistics

Mean 1.0888
Standard Deviation 0.7546
Variance 0.5695
Sum 1376.28
Skewness 0.9194
Kurtosis 0.9161
Coefficient of Variation 0.6931
  • Water (0.33 liter bottle, in restaurants) (USD) has 15 outliers

Milk (regular), (1 liter) (USD)

numerical

Approximate Distinct Count 197
Approximate Unique (%) 15.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.1647
Minimum 0.39
Maximum 6.81
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Milk (regular), (1 liter) (USD) is skewed right (γ1 = 2.8112)

Quantile Statistics

Minimum 0.39
5-th Percentile 0.63
Q1 0.85
Median 1.07
Q3 1.31
95-th Percentile 1.9785
Maximum 6.81
Range 6.42
IQR 0.46

Descriptive Statistics

Mean 1.1647
Standard Deviation 0.4944
Variance 0.2444
Sum 1472.13
Skewness 2.8112
Kurtosis 18.1239
Coefficient of Variation 0.4245
  • Milk (regular), (1 liter) (USD) is not normally distributed (p-value 8.007315867777945e-09)
  • Milk (regular), (1 liter) (USD) has 57 outliers

Loaf of Fresh White Bread (500g) (USD)

numerical

Approximate Distinct Count 336
Approximate Unique (%) 26.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.5124
Minimum 0.08
Maximum 6.85
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Loaf of Fresh White Bread (500g) (USD) is skewed right (γ1 = 1.1099)

Quantile Statistics

Minimum 0.08
5-th Percentile 0.4
Q1 0.79
Median 1.26
Q3 2.02
95-th Percentile 3.3285
Maximum 6.85
Range 6.77
IQR 1.23

Descriptive Statistics

Mean 1.5124
Standard Deviation 0.9512
Variance 0.9048
Sum 1911.66
Skewness 1.1099
Kurtosis 1.4536
Coefficient of Variation 0.6289
  • Loaf of Fresh White Bread (500g) (USD) has 30 outliers

Rice (white), (1kg) (USD)

numerical

Approximate Distinct Count 371
Approximate Unique (%) 29.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.924
Minimum 0.44
Maximum 14.44
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Rice (white), (1kg) (USD) is skewed right (γ1 = 2.3913)

Quantile Statistics

Minimum 0.44
5-th Percentile 0.67
Q1 1.06
Median 1.585
Q3 2.26
95-th Percentile 4.5685
Maximum 14.44
Range 14
IQR 1.2

Descriptive Statistics

Mean 1.924
Standard Deviation 1.2778
Variance 1.6327
Sum 2431.92
Skewness 2.3913
Kurtosis 10.9371
Coefficient of Variation 0.6641
  • Rice (white), (1kg) (USD) is not normally distributed (p-value 4.451203894343626e-08)
  • Rice (white), (1kg) (USD) has 96 outliers

Eggs (regular) (12) (USD)

numerical

Approximate Distinct Count 357
Approximate Unique (%) 28.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2.3131
Minimum 0.1
Maximum 7.36
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Eggs (regular) (12) (USD) is skewed right (γ1 = 1.0672)

Quantile Statistics

Minimum 0.1
5-th Percentile 0.97
Q1 1.61
Median 2.13
Q3 2.8625
95-th Percentile 4.1
Maximum 7.36
Range 7.26
IQR 1.2525

Descriptive Statistics

Mean 2.3131
Standard Deviation 1.0033
Variance 1.0066
Sum 2923.81
Skewness 1.0672
Kurtosis 1.8607
Coefficient of Variation 0.4337
  • Eggs (regular) (12) (USD) has 26 outliers

Local Cheese (1kg) (USD)

numerical

Approximate Distinct Count 730
Approximate Unique (%) 57.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 9.473
Minimum 1.35
Maximum 43.31
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Local Cheese (1kg) (USD) is skewed right (γ1 = 1.5977)

Quantile Statistics

Minimum 1.35
5-th Percentile 3.7915
Q1 6.34
Median 8.54
Q3 11.8625
95-th Percentile 17.615
Maximum 43.31
Range 41.96
IQR 5.5225

Descriptive Statistics

Mean 9.473
Standard Deviation 4.5676
Variance 20.8628
Sum 11973.83
Skewness 1.5977
Kurtosis 5.5257
Coefficient of Variation 0.4822
  • Local Cheese (1kg) (USD) is not normally distributed (p-value 0.00022419869674180588)
  • Local Cheese (1kg) (USD) has 32 outliers

Chicken Fillets (1kg) (USD)

numerical

Approximate Distinct Count 701
Approximate Unique (%) 55.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 6.9481
Minimum 1.3
Maximum 28.73
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Chicken Fillets (1kg) (USD) is skewed right (γ1 = 1.5705)

Quantile Statistics

Minimum 1.3
5-th Percentile 2.703
Q1 4.07
Median 6.165
Q3 9.005
95-th Percentile 13.584
Maximum 28.73
Range 27.43
IQR 4.935

Descriptive Statistics

Mean 6.9481
Standard Deviation 3.7585
Variance 14.1264
Sum 8782.46
Skewness 1.5705
Kurtosis 4.4083
Coefficient of Variation 0.5409
  • Chicken Fillets (1kg) (USD) is not normally distributed (p-value 0.0006978650956571974)
  • Chicken Fillets (1kg) (USD) has 25 outliers

Beef Round (1kg) (or Equivalent Back Leg Red Meat) (USD)

numerical

Approximate Distinct Count 797
Approximate Unique (%) 63.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 11.9283
Minimum 1.76
Maximum 72.21
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Beef Round (1kg) (or Equivalent Back Leg Red Meat) (USD) is skewed right (γ1 = 3.0527)

Quantile Statistics

Minimum 1.76
5-th Percentile 4.6315
Q1 7.52
Median 10.38
Q3 14.38
95-th Percentile 23.263
Maximum 72.21
Range 70.45
IQR 6.86

Descriptive Statistics

Mean 11.9283
Standard Deviation 7.1036
Variance 50.4604
Sum 15077.36
Skewness 3.0527
Kurtosis 16.5222
Coefficient of Variation 0.5955
  • Beef Round (1kg) (or Equivalent Back Leg Red Meat) (USD) is not normally distributed (p-value 1.762244933118243e-06)
  • Beef Round (1kg) (or Equivalent Back Leg Red Meat) (USD) has 53 outliers

Apples (1kg) (USD)

numerical

Approximate Distinct Count 431
Approximate Unique (%) 34.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2.4138
Minimum 0.27
Maximum 22.74
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Apples (1kg) (USD) is skewed right (γ1 = 3.588)

Quantile Statistics

Minimum 0.27
5-th Percentile 0.743
Q1 1.45
Median 2.1
Q3 2.92
95-th Percentile 5.0585
Maximum 22.74
Range 22.47
IQR 1.47

Descriptive Statistics

Mean 2.4138
Standard Deviation 1.5325
Variance 2.3486
Sum 3051.06
Skewness 3.588
Kurtosis 33.0978
Coefficient of Variation 0.6349
  • Apples (1kg) (USD) is not normally distributed (p-value 5.76303674510215e-09)
  • Apples (1kg) (USD) has 60 outliers

Banana (1kg) (USD)

numerical

Approximate Distinct Count 249
Approximate Unique (%) 19.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.5204
Minimum 0.35
Maximum 13.78
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Banana (1kg) (USD) is skewed right (γ1 = 5.4319)

Quantile Statistics

Minimum 0.35
5-th Percentile 0.64
Q1 1.1275
Median 1.435
Q3 1.76
95-th Percentile 2.52
Maximum 13.78
Range 13.43
IQR 0.6325

Descriptive Statistics

Mean 1.5204
Standard Deviation 0.7423
Variance 0.551
Sum 1921.83
Skewness 5.4319
Kurtosis 68.8279
Coefficient of Variation 0.4882
  • Banana (1kg) (USD) is not normally distributed (p-value 6.7745140673113226e-12)
  • Banana (1kg) (USD) has 45 outliers

Oranges (1kg) (USD)

numerical

Approximate Distinct Count 410
Approximate Unique (%) 32.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2.0754
Minimum 0.2
Maximum 11.62
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Oranges (1kg) (USD) is skewed right (γ1 = 1.9658)

Quantile Statistics

Minimum 0.2
5-th Percentile 0.66
Q1 1.2075
Median 1.74
Q3 2.57
95-th Percentile 4.7055
Maximum 11.62
Range 11.42
IQR 1.3625

Descriptive Statistics

Mean 2.0754
Standard Deviation 1.3099
Variance 1.7158
Sum 2623.29
Skewness 1.9658
Kurtosis 6.7764
Coefficient of Variation 0.6312
  • Oranges (1kg) (USD) is not normally distributed (p-value 6.289665732163318e-06)
  • Oranges (1kg) (USD) has 68 outliers

Tomato (1kg) (USD)

numerical

Approximate Distinct Count 437
Approximate Unique (%) 34.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2.2814
Minimum 0.27
Maximum 15.41
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Tomato (1kg) (USD) is skewed right (γ1 = 1.5551)

Quantile Statistics

Minimum 0.27
5-th Percentile 0.5115
Q1 1.23
Median 1.93
Q3 3.02
95-th Percentile 5.1185
Maximum 15.41
Range 15.14
IQR 1.79

Descriptive Statistics

Mean 2.2814
Standard Deviation 1.4989
Variance 2.2466
Sum 2883.69
Skewness 1.5551
Kurtosis 5.5942
Coefficient of Variation 0.657
  • Tomato (1kg) (USD) is not normally distributed (p-value 4.0052806405388695e-05)
  • Tomato (1kg) (USD) has 35 outliers

Potato (1kg) (USD)

numerical

Approximate Distinct Count 318
Approximate Unique (%) 25.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.3711
Minimum 0.2
Maximum 15.87
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Potato (1kg) (USD) is skewed right (γ1 = 3.744)

Quantile Statistics

Minimum 0.2
5-th Percentile 0.34
Q1 0.72
Median 1.115
Q3 1.77
95-th Percentile 3.1685
Maximum 15.87
Range 15.67
IQR 1.05

Descriptive Statistics

Mean 1.3711
Standard Deviation 1.0065
Variance 1.0131
Sum 1733.04
Skewness 3.744
Kurtosis 37.579
Coefficient of Variation 0.7341
  • Potato (1kg) (USD) is not normally distributed (p-value 2.2522518701088182e-10)
  • Potato (1kg) (USD) has 48 outliers

Onion (1kg) (USD)

numerical

Approximate Distinct Count 298
Approximate Unique (%) 23.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.3224
Minimum 0.2
Maximum 12.22
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Onion (1kg) (USD) is skewed right (γ1 = 2.5846)

Quantile Statistics

Minimum 0.2
5-th Percentile 0.35
Q1 0.73
Median 1.09
Q3 1.7225
95-th Percentile 2.9885
Maximum 12.22
Range 12.02
IQR 0.9925

Descriptive Statistics

Mean 1.3224
Standard Deviation 0.9042
Variance 0.8176
Sum 1671.47
Skewness 2.5846
Kurtosis 18.372
Coefficient of Variation 0.6838
  • Onion (1kg) (USD) is not normally distributed (p-value 2.9378121020316074e-08)
  • Onion (1kg) (USD) has 44 outliers

Lettuce (1 head) (USD)

numerical

Approximate Distinct Count 257
Approximate Unique (%) 20.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.1532
Minimum 0.12
Maximum 9.25
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Lettuce (1 head) (USD) is skewed right (γ1 = 2.5474)

Quantile Statistics

Minimum 0.12
5-th Percentile 0.353
Q1 0.7
Median 1
Q3 1.51
95-th Percentile 2.37
Maximum 9.25
Range 9.13
IQR 0.81

Descriptive Statistics

Mean 1.1532
Standard Deviation 0.6857
Variance 0.4702
Sum 1457.61
Skewness 2.5474
Kurtosis 18.749
Coefficient of Variation 0.5946
  • Lettuce (1 head) (USD) is not normally distributed (p-value 6.4551307903491135e-09)
  • Lettuce (1 head) (USD) has 24 outliers

Water (1.5 liter bottle, at the market) (USD)

numerical

Approximate Distinct Count 227
Approximate Unique (%) 18.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 0.8869
Minimum 0.18
Maximum 4.69
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Water (1.5 liter bottle, at the market) (USD) is skewed right (γ1 = 1.4179)

Quantile Statistics

Minimum 0.18
5-th Percentile 0.28
Q1 0.49
Median 0.69
Q3 1.14
95-th Percentile 2.0685
Maximum 4.69
Range 4.51
IQR 0.65

Descriptive Statistics

Mean 0.8869
Standard Deviation 0.5728
Variance 0.3282
Sum 1121.09
Skewness 1.4179
Kurtosis 2.3293
Coefficient of Variation 0.6459
  • Water (1.5 liter bottle, at the market) (USD) is not normally distributed (p-value 3.2119463212406195e-07)
  • Water (1.5 liter bottle, at the market) (USD) has 61 outliers

Bottle of Wine (Mid-Range, at the market) (USD)

numerical

Approximate Distinct Count 455
Approximate Unique (%) 36.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 8.2615
Minimum 0.45
Maximum 32.42
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Bottle of Wine (Mid-Range, at the market) (USD) is skewed right (γ1 = 0.9207)

Quantile Statistics

Minimum 0.45
5-th Percentile 3.12
Q1 5.28
Median 7.27
Q3 10.78
95-th Percentile 15.08
Maximum 32.42
Range 31.97
IQR 5.5

Descriptive Statistics

Mean 8.2615
Standard Deviation 4.0063
Variance 16.0502
Sum 10442.51
Skewness 0.9207
Kurtosis 1.3669
Coefficient of Variation 0.4849
  • Bottle of Wine (Mid-Range, at the market) (USD) is not normally distributed (p-value 1.0798934257749424e-05)
  • Bottle of Wine (Mid-Range, at the market) (USD) has 20 outliers

Domestic Beer (0.5 liter bottle, at the market) (USD)

numerical

Approximate Distinct Count 297
Approximate Unique (%) 23.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.6252
Minimum 0.42
Maximum 7.67
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Domestic Beer (0.5 liter bottle, at the market) (USD) is skewed right (γ1 = 1.2741)

Quantile Statistics

Minimum 0.42
5-th Percentile 0.61
Q1 1
Median 1.41
Q3 2.1125
95-th Percentile 3.1885
Maximum 7.67
Range 7.25
IQR 1.1125

Descriptive Statistics

Mean 1.6252
Standard Deviation 0.8508
Variance 0.7239
Sum 2054.29
Skewness 1.2741
Kurtosis 2.7156
Coefficient of Variation 0.5235
  • Domestic Beer (0.5 liter bottle, at the market) (USD) is not normally distributed (p-value 0.000523915189102877)
  • Domestic Beer (0.5 liter bottle, at the market) (USD) has 27 outliers

Imported Beer (0.33 liter bottle, at the market) (USD)

numerical

Approximate Distinct Count 343
Approximate Unique (%) 27.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2.2593
Minimum 0.7
Maximum 15.67
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Imported Beer (0.33 liter bottle, at the market) (USD) is skewed right (γ1 = 3.6708)

Quantile Statistics

Minimum 0.7
5-th Percentile 0.9715
Q1 1.5
Median 2.1
Q3 2.8
95-th Percentile 3.9
Maximum 15.67
Range 14.97
IQR 1.3

Descriptive Statistics

Mean 2.2593
Standard Deviation 1.118
Variance 1.2499
Sum 2855.7
Skewness 3.6708
Kurtosis 33.4205
Coefficient of Variation 0.4949
  • Imported Beer (0.33 liter bottle, at the market) (USD) is not normally distributed (p-value 2.3620738850248043e-06)
  • Imported Beer (0.33 liter bottle, at the market) (USD) has 21 outliers

Cigarettes 20 Pack (Marlboro) (USD)

numerical

Approximate Distinct Count 464
Approximate Unique (%) 36.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 6.112
Minimum 0.68
Maximum 45.58
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cigarettes 20 Pack (Marlboro) (USD) is skewed right (γ1 = 2.1764)

Quantile Statistics

Minimum 0.68
5-th Percentile 1.61
Q1 3.0525
Median 4.855
Q3 8
95-th Percentile 14.41
Maximum 45.58
Range 44.9
IQR 4.9475

Descriptive Statistics

Mean 6.112
Standard Deviation 4.5083
Variance 20.3245
Sum 7725.55
Skewness 2.1764
Kurtosis 8.5576
Coefficient of Variation 0.7376
  • Cigarettes 20 Pack (Marlboro) (USD) is not normally distributed (p-value 2.1967447799962431e-07)
  • Cigarettes 20 Pack (Marlboro) (USD) has 41 outliers

One-way Ticket (Local Transport) (USD)

numerical

Approximate Distinct Count 276
Approximate Unique (%) 21.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.4104
Minimum 0
Maximum 6.98
Zeros 11
Zeros (%) 0.9%
Negatives 0
Negatives (%) 0.0%
  • One-way Ticket (Local Transport) (USD) is skewed right (γ1 = 0.9709)

Quantile Statistics

Minimum 0
5-th Percentile 0.19
Q1 0.44
Median 1.05
Q3 2.18
95-th Percentile 3.43
Maximum 6.98
Range 6.98
IQR 1.74

Descriptive Statistics

Mean 1.4104
Standard Deviation 1.1337
Variance 1.2854
Sum 1782.69
Skewness 0.9709
Kurtosis 0.5972
Coefficient of Variation 0.8039
  • One-way Ticket (Local Transport) (USD) is not normally distributed (p-value 7.515982620714464e-07)
  • One-way Ticket (Local Transport) (USD) has 12 outliers

Monthly Pass (Regular Price) (USD)

numerical

Approximate Distinct Count 786
Approximate Unique (%) 62.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 40.7915
Minimum 0
Maximum 200
Zeros 17
Zeros (%) 1.3%
Negatives 0
Negatives (%) 0.0%
  • Monthly Pass (Regular Price) (USD) is skewed right (γ1 = 1.2348)

Quantile Statistics

Minimum 0
5-th Percentile 5.522
Q1 16.975
Median 32.46
Q3 59.51
95-th Percentile 99.67
Maximum 200
Range 200
IQR 42.535

Descriptive Statistics

Mean 40.7915
Standard Deviation 30.9806
Variance 959.7951
Sum 51560.47
Skewness 1.2348
Kurtosis 1.8034
Coefficient of Variation 0.7595
  • Monthly Pass (Regular Price) (USD) has 25 outliers

Taxi Start (Normal Tariff) (USD)

numerical

Approximate Distinct Count 371
Approximate Unique (%) 29.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2.7198
Minimum 0.15
Maximum 15.58
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Taxi Start (Normal Tariff) (USD) is skewed right (γ1 = 1.5114)

Quantile Statistics

Minimum 0.15
5-th Percentile 0.47
Q1 1.0575
Median 2.545
Q3 3.64
95-th Percentile 6.4795
Maximum 15.58
Range 15.43
IQR 2.5825

Descriptive Statistics

Mean 2.7198
Standard Deviation 2.0441
Variance 4.1784
Sum 3437.77
Skewness 1.5114
Kurtosis 4.1721
Coefficient of Variation 0.7516
  • Taxi Start (Normal Tariff) (USD) is not normally distributed (p-value 6.812944662930973e-05)
  • Taxi Start (Normal Tariff) (USD) has 34 outliers

Taxi 1km (Normal Tariff) (USD)

numerical

Approximate Distinct Count 251
Approximate Unique (%) 19.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.1757
Minimum 0.1
Maximum 5.28
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Taxi 1km (Normal Tariff) (USD) is skewed right (γ1 = 0.9438)

Quantile Statistics

Minimum 0.1
5-th Percentile 0.2
Q1 0.51
Median 1.06
Q3 1.68
95-th Percentile 2.6
Maximum 5.28
Range 5.18
IQR 1.17

Descriptive Statistics

Mean 1.1757
Standard Deviation 0.7917
Variance 0.6268
Sum 1486.13
Skewness 0.9438
Kurtosis 1.3536
Coefficient of Variation 0.6734
  • Taxi 1km (Normal Tariff) (USD) has 12 outliers

Taxi 1hour Waiting (Normal Tariff) (USD)

numerical

Approximate Distinct Count 592
Approximate Unique (%) 46.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 17.4262
Minimum 0.45
Maximum 158.52
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Taxi 1hour Waiting (Normal Tariff) (USD) is skewed right (γ1 = 2.041)

Quantile Statistics

Minimum 0.45
5-th Percentile 1.3415
Q1 4.6775
Median 11.58
Q3 25.9925
95-th Percentile 47.967
Maximum 158.52
Range 158.07
IQR 21.315

Descriptive Statistics

Mean 17.4262
Standard Deviation 16.4105
Variance 269.3046
Sum 22026.72
Skewness 2.041
Kurtosis 9.3141
Coefficient of Variation 0.9417
  • Taxi 1hour Waiting (Normal Tariff) (USD) is not normally distributed (p-value 1.3101780834754384e-11)
  • Taxi 1hour Waiting (Normal Tariff) (USD) has 31 outliers

Gasoline (1 liter) (USD)

numerical

Approximate Distinct Count 206
Approximate Unique (%) 16.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1.4192
Minimum 0.03
Maximum 2.76
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Gasoline (1 liter) (USD) is skewed left (γ1 = -0.013)

Quantile Statistics

Minimum 0.03
5-th Percentile 0.54
Q1 1.13
Median 1.325
Q3 1.86
95-th Percentile 2.2185
Maximum 2.76
Range 2.73
IQR 0.73

Descriptive Statistics

Mean 1.4192
Standard Deviation 0.4991
Variance 0.2491
Sum 1793.88
Skewness -0.01303
Kurtosis -0.6786
Coefficient of Variation 0.3517
  • Gasoline (1 liter) (USD) is not normally distributed (p-value 9.246946981194569e-05)
  • Gasoline (1 liter) (USD) has 1 outliers

Volkswagen Golf 1.4 90 KW Trendline (Or Equivalent New Car) (USD)

numerical

Approximate Distinct Count 782
Approximate Unique (%) 61.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 23802.8207
Minimum 0
Maximum 109206.71
Zeros 1
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Volkswagen Golf 1.4 90 KW Trendline (Or Equivalent New Car) (USD) is skewed right (γ1 = 2.3992)

Quantile Statistics

Minimum 0
5-th Percentile 12242.64
Q1 18735.925
Median 22851.33
Q3 26490.07
95-th Percentile 39092.297
Maximum 109206.71
Range 109206.71
IQR 7754.145

Descriptive Statistics

Mean 23802.8207
Standard Deviation 8892.6012
Variance 7.9078e+07
Sum 3.0087e+07
Skewness 2.3992
Kurtosis 13.8674
Coefficient of Variation 0.3736
  • Volkswagen Golf 1.4 90 KW Trendline (Or Equivalent New Car) (USD) is not normally distributed (p-value 1.329036033420852e-09)
  • Volkswagen Golf 1.4 90 KW Trendline (Or Equivalent New Car) (USD) has 72 outliers

Toyota Corolla Sedan 1.6l 97kW Comfort (Or Equivalent New Car) (USD)

numerical

Approximate Distinct Count 1036
Approximate Unique (%) 82.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 24148.1574
Minimum 3166.97
Maximum 164539.61
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Toyota Corolla Sedan 1.6l 97kW Comfort (Or Equivalent New Car) (USD) is skewed right (γ1 = 5.3183)

Quantile Statistics

Minimum 3166.97
5-th Percentile 14907.02
Q1 19622.67
Median 22674.05
Q3 27006.11
95-th Percentile 37636.742
Maximum 164539.61
Range 161372.64
IQR 7383.44

Descriptive Statistics

Mean 24148.1574
Standard Deviation 8614.1215
Variance 7.4203e+07
Sum 3.0523e+07
Skewness 5.3183
Kurtosis 66.7264
Coefficient of Variation 0.3567
  • Toyota Corolla Sedan 1.6l 97kW Comfort (Or Equivalent New Car) (USD) is not normally distributed (p-value 4.4037791724102314e-13)
  • Toyota Corolla Sedan 1.6l 97kW Comfort (Or Equivalent New Car) (USD) has 67 outliers

Basic (Electricity, Heating, Cooling, Water, Garbage) for 85m2 Apartment (USD)

numerical

Approximate Distinct Count 1117
Approximate Unique (%) 88.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 129.7553
Minimum 10
Maximum 1063.63
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Basic (Electricity, Heating, Cooling, Water, Garbage) for 85m2 Apartment (USD) is skewed right (γ1 = 1.7323)

Quantile Statistics

Minimum 10
5-th Percentile 29.0485
Q1 64.855
Median 122.665
Q3 182.265
95-th Percentile 263.0765
Maximum 1063.63
Range 1053.63
IQR 117.41

Descriptive Statistics

Mean 129.7553
Standard Deviation 78.8148
Variance 6211.777
Sum 164010.73
Skewness 1.7323
Kurtosis 14.6638
Coefficient of Variation 0.6074
  • Basic (Electricity, Heating, Cooling, Water, Garbage) for 85m2 Apartment (USD) is not normally distributed (p-value 0.0001347833790367126)
  • Basic (Electricity, Heating, Cooling, Water, Garbage) for 85m2 Apartment (USD) has 5 outliers

1 min. of Prepaid Mobile Tariff Local (No Discounts or Plans) (USD)

numerical

Approximate Distinct Count 64
Approximate Unique (%) 5.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 0.1349
Minimum 0
Maximum 0.97
Zeros 6
Zeros (%) 0.5%
Negatives 0
Negatives (%) 0.0%
  • 1 min. of Prepaid Mobile Tariff Local (No Discounts or Plans) (USD) is skewed right (γ1 = 1.9737)

Quantile Statistics

Minimum 0
5-th Percentile 0.01
Q1 0.05
Median 0.1
Q3 0.19
95-th Percentile 0.36
Maximum 0.97
Range 0.97
IQR 0.14

Descriptive Statistics

Mean 0.1349
Standard Deviation 0.1199
Variance 0.01438
Sum 170.57
Skewness 1.9737
Kurtosis 6.1434
Coefficient of Variation 0.8886
  • 1 min. of Prepaid Mobile Tariff Local (No Discounts or Plans) (USD) is not normally distributed (p-value 0.00014665643942753754)
  • 1 min. of Prepaid Mobile Tariff Local (No Discounts or Plans) (USD) has 43 outliers

Internet (60 Mbps or More, Unlimited Data, Cable/ADSL) (USD)

numerical

Approximate Distinct Count 971
Approximate Unique (%) 76.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 34.8449
Minimum 1.35
Maximum 540
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Internet (60 Mbps or More, Unlimited Data, Cable/ADSL) (USD) is skewed right (γ1 = 6.7613)

Quantile Statistics

Minimum 1.35
5-th Percentile 7.873
Q1 17.195
Median 30.73
Q3 45.82
95-th Percentile 72.7805
Maximum 540
Range 538.65
IQR 28.625

Descriptive Statistics

Mean 34.8449
Standard Deviation 29.3986
Variance 864.276
Sum 44044
Skewness 6.7613
Kurtosis 92.6458
Coefficient of Variation 0.8437
  • Internet (60 Mbps or More, Unlimited Data, Cable/ADSL) (USD) is not normally distributed (p-value 6.079416490254421e-11)
  • Internet (60 Mbps or More, Unlimited Data, Cable/ADSL) (USD) has 21 outliers

Fitness Club, Monthly Fee for 1 Adult (USD)

numerical

Approximate Distinct Count 1012
Approximate Unique (%) 80.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 37.9209
Minimum 3.54
Maximum 168.57
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Fitness Club, Monthly Fee for 1 Adult (USD) is skewed right (γ1 = 1.7076)

Quantile Statistics

Minimum 3.54
5-th Percentile 14.5575
Q1 25.94
Median 34.92
Q3 44.8325
95-th Percentile 74.3695
Maximum 168.57
Range 165.03
IQR 18.8925

Descriptive Statistics

Mean 37.9209
Standard Deviation 18.9539
Variance 359.2484
Sum 47932.02
Skewness 1.7076
Kurtosis 5.2708
Coefficient of Variation 0.4998
  • Fitness Club, Monthly Fee for 1 Adult (USD) is not normally distributed (p-value 0.00011471009681104993)
  • Fitness Club, Monthly Fee for 1 Adult (USD) has 67 outliers

Tennis Court Rent (1 Hour on Weekend) (USD)

numerical

Approximate Distinct Count 805
Approximate Unique (%) 63.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 16.3739
Minimum 0
Maximum 63.33
Zeros 14
Zeros (%) 1.1%
Negatives 0
Negatives (%) 0.0%
  • Tennis Court Rent (1 Hour on Weekend) (USD) is skewed right (γ1 = 1.1765)

Quantile Statistics

Minimum 0
5-th Percentile 4.2815
Q1 9.18
Median 14.44
Q3 21.3075
95-th Percentile 34.952
Maximum 63.33
Range 63.33
IQR 12.1275

Descriptive Statistics

Mean 16.3739
Standard Deviation 9.8634
Variance 97.2858
Sum 20696.63
Skewness 1.1765
Kurtosis 2.0384
Coefficient of Variation 0.6024
  • Tennis Court Rent (1 Hour on Weekend) (USD) has 35 outliers

Cinema, International Release, 1 Seat (USD)

numerical

Approximate Distinct Count 462
Approximate Unique (%) 36.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 8.1186
Minimum 1.12
Maximum 21.29
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cinema, International Release, 1 Seat (USD) is skewed right (γ1 = 0.4263)

Quantile Statistics

Minimum 1.12
5-th Percentile 2.45
Q1 4.54
Median 7.465
Q3 11.91
95-th Percentile 15
Maximum 21.29
Range 20.17
IQR 7.37

Descriptive Statistics

Mean 8.1186
Standard Deviation 4.1264
Variance 17.0274
Sum 10261.9
Skewness 0.4263
Kurtosis -0.6515
Coefficient of Variation 0.5083

Preschool (or Kindergarten), Full Day, Private, Monthly for 1 Child (USD)

numerical

Approximate Distinct Count 1007
Approximate Unique (%) 79.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 485.9542
Minimum 10.69
Maximum 2903.61
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Preschool (or Kindergarten), Full Day, Private, Monthly for 1 Child (USD) is skewed right (γ1 = 1.9527)

Quantile Statistics

Minimum 10.69
5-th Percentile 50.5255
Q1 160.94
Median 312.58
Q3 630.14
95-th Percentile 1470.7405
Maximum 2903.61
Range 2892.92
IQR 469.2

Descriptive Statistics

Mean 485.9542
Standard Deviation 494.421
Variance 244452.0919
Sum 614246.16
Skewness 1.9527
Kurtosis 4.2451
Coefficient of Variation 1.0174
  • Preschool (or Kindergarten), Full Day, Private, Monthly for 1 Child (USD) is not normally distributed (p-value 1.4044822779130022e-06)
  • Preschool (or Kindergarten), Full Day, Private, Monthly for 1 Child (USD) has 93 outliers

International Primary School, Yearly for 1 Child (USD)

numerical

Approximate Distinct Count 967
Approximate Unique (%) 76.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 8468.8398
Minimum 0
Maximum 59692.52
Zeros 2
Zeros (%) 0.2%
Negatives 0
Negatives (%) 0.0%
  • International Primary School, Yearly for 1 Child (USD) is skewed right (γ1 = 1.9742)

Quantile Statistics

Minimum 0
5-th Percentile 1203.639
Q1 3476.985
Median 6273.4
Q3 11347.7575
95-th Percentile 22893.216
Maximum 59692.52
Range 59692.52
IQR 7870.7725

Descriptive Statistics

Mean 8468.8398
Standard Deviation 7278.8308
Variance 5.2981e+07
Sum 1.0705e+07
Skewness 1.9742
Kurtosis 6.0556
Coefficient of Variation 0.8595
  • International Primary School, Yearly for 1 Child (USD) is not normally distributed (p-value 9.940372832156163e-06)
  • International Primary School, Yearly for 1 Child (USD) has 58 outliers

1 Pair of Jeans (Levis 501 Or Similar) (USD)

numerical

Approximate Distinct Count 968
Approximate Unique (%) 76.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 57.6927
Minimum 4.07
Maximum 178.06
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • 1 Pair of Jeans (Levis 501 Or Similar) (USD) is skewed right (γ1 = 0.48)

Quantile Statistics

Minimum 4.07
5-th Percentile 20.403
Q1 39.7775
Median 53.86
Q3 75.82
95-th Percentile 98.6575
Maximum 178.06
Range 173.99
IQR 36.0425

Descriptive Statistics

Mean 57.6927
Standard Deviation 24.7729
Variance 613.698
Sum 72923.52
Skewness 0.48
Kurtosis 0.2199
Coefficient of Variation 0.4294
  • 1 Pair of Jeans (Levis 501 Or Similar) (USD) has 8 outliers

1 Summer Dress in a Chain Store (Zara, H&M, …) (USD)

numerical

Approximate Distinct Count 859
Approximate Unique (%) 68.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 35.4337
Minimum 5.13
Maximum 152.42
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • 1 Summer Dress in a Chain Store (Zara, H&M, …) (USD) is skewed right (γ1 = 2.0743)

Quantile Statistics

Minimum 5.13
5-th Percentile 18.292
Q1 28.0375
Median 33.76
Q3 41.315
95-th Percentile 56.197
Maximum 152.42
Range 147.29
IQR 13.2775

Descriptive Statistics

Mean 35.4337
Standard Deviation 12.3986
Variance 153.7255
Sum 44788.16
Skewness 2.0743
Kurtosis 13.5807
Coefficient of Variation 0.3499
  • 1 Summer Dress in a Chain Store (Zara, H&M, …) (USD) is not normally distributed (p-value 2.1136072448119535e-07)
  • 1 Summer Dress in a Chain Store (Zara, H&M, …) (USD) has 46 outliers

1 Pair of Nike Running Shoes (Mid-Range) (USD)

numerical

Approximate Distinct Count 980
Approximate Unique (%) 77.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 78.6881
Minimum 15.97
Maximum 923.12
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • 1 Pair of Nike Running Shoes (Mid-Range) (USD) is skewed right (γ1 = 12.0251)

Quantile Statistics

Minimum 15.97
5-th Percentile 42.8605
Q1 64.225
Median 76.35
Q3 88.7525
95-th Percentile 116.211
Maximum 923.12
Range 907.15
IQR 24.5275

Descriptive Statistics

Mean 78.6881
Standard Deviation 35.5289
Variance 1262.3039
Sum 99461.8
Skewness 12.0251
Kurtosis 260.3371
Coefficient of Variation 0.4515
  • 1 Pair of Nike Running Shoes (Mid-Range) (USD) is not normally distributed (p-value 3.3529751331426094e-17)
  • 1 Pair of Nike Running Shoes (Mid-Range) (USD) has 41 outliers

1 Pair of Men Leather Business Shoes (USD)

numerical

Approximate Distinct Count 974
Approximate Unique (%) 77.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 87.6096
Minimum 14.83
Maximum 542.74
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • 1 Pair of Men Leather Business Shoes (USD) is skewed right (γ1 = 1.9145)

Quantile Statistics

Minimum 14.83
5-th Percentile 32.65
Q1 62.8525
Median 86.61
Q3 109.59
95-th Percentile 145.357
Maximum 542.74
Range 527.91
IQR 46.7375

Descriptive Statistics

Mean 87.6096
Standard Deviation 36.8537
Variance 1358.1961
Sum 110738.54
Skewness 1.9145
Kurtosis 18.5662
Coefficient of Variation 0.4207
  • 1 Pair of Men Leather Business Shoes (USD) is not normally distributed (p-value 1.8160208068940345e-05)
  • 1 Pair of Men Leather Business Shoes (USD) has 14 outliers

Apartment (1 bedroom) in City Centre (USD)

numerical

Approximate Distinct Count 1106
Approximate Unique (%) 87.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 701.806
Minimum 43.81
Maximum 12608.83
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Apartment (1 bedroom) in City Centre (USD) is skewed right (γ1 = 5.7425)

Quantile Statistics

Minimum 43.81
5-th Percentile 117.9165
Q1 280.63
Median 514.475
Q3 929.9625
95-th Percentile 1838.125
Maximum 12608.83
Range 12565.02
IQR 649.3325

Descriptive Statistics

Mean 701.806
Standard Deviation 675.0915
Variance 455748.5258
Sum 887082.74
Skewness 5.7425
Kurtosis 81.1968
Coefficient of Variation 0.9619
  • Apartment (1 bedroom) in City Centre (USD) is not normally distributed (p-value 7.063223715755959e-14)
  • Apartment (1 bedroom) in City Centre (USD) has 58 outliers

Apartment (1 bedroom) Outside of Centre (USD)

numerical

Approximate Distinct Count 1108
Approximate Unique (%) 87.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 539.4877
Minimum 22.28
Maximum 8989.37
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Apartment (1 bedroom) Outside of Centre (USD) is skewed right (γ1 = 4.6013)

Quantile Statistics

Minimum 22.28
5-th Percentile 76.304
Q1 191.0375
Median 389.51
Q3 726.7925
95-th Percentile 1508.2025
Maximum 8989.37
Range 8967.09
IQR 535.755

Descriptive Statistics

Mean 539.4877
Standard Deviation 529.7339
Variance 280618.0123
Sum 681912.5
Skewness 4.6013
Kurtosis 55.0427
Coefficient of Variation 0.9819
  • Apartment (1 bedroom) Outside of Centre (USD) is not normally distributed (p-value 1.0246014286861698e-13)
  • Apartment (1 bedroom) Outside of Centre (USD) has 58 outliers

Apartment (3 bedrooms) in City Centre (USD)

numerical

Approximate Distinct Count 1116
Approximate Unique (%) 88.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1283.9447
Minimum 67.63
Maximum 24960.29
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Apartment (3 bedrooms) in City Centre (USD) is skewed right (γ1 = 6.5964)

Quantile Statistics

Minimum 67.63
5-th Percentile 227.276
Q1 519.77
Median 944.27
Q3 1693.2675
95-th Percentile 3341.9505
Maximum 24960.29
Range 24892.66
IQR 1173.4975

Descriptive Statistics

Mean 1283.9447
Standard Deviation 1247.4266
Variance 1.5561e+06
Sum 1.6229e+06
Skewness 6.5964
Kurtosis 104.7435
Coefficient of Variation 0.9716
  • Apartment (3 bedrooms) in City Centre (USD) is not normally distributed (p-value 2.7461861355209494e-14)
  • Apartment (3 bedrooms) in City Centre (USD) has 57 outliers

Apartment (3 bedrooms) Outside of Centre (USD)

numerical

Approximate Distinct Count 1111
Approximate Unique (%) 87.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 950.9134
Minimum 51.98
Maximum 17868.18
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Apartment (3 bedrooms) Outside of Centre (USD) is skewed right (γ1 = 6.0809)

Quantile Statistics

Minimum 51.98
5-th Percentile 163.019
Q1 367.405
Median 694.765
Q3 1299.235
95-th Percentile 2500
Maximum 17868.18
Range 17816.2
IQR 931.83

Descriptive Statistics

Mean 950.9134
Standard Deviation 928.3266
Variance 861790.2212
Sum 1.202e+06
Skewness 6.0809
Kurtosis 91.0541
Coefficient of Variation 0.9762
  • Apartment (3 bedrooms) Outside of Centre (USD) is not normally distributed (p-value 1.8574825709408847e-14)
  • Apartment (3 bedrooms) Outside of Centre (USD) has 49 outliers

Price per Square Meter to Buy Apartment in City Centre (USD)

numerical

Approximate Distinct Count 1138
Approximate Unique (%) 90.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 3518.5018
Minimum 109.53
Maximum 237522.54
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Price per Square Meter to Buy Apartment in City Centre (USD) is skewed right (γ1 = 25.4808)

Quantile Statistics

Minimum 109.53
5-th Percentile 544.555
Q1 1262.3675
Median 2366.62
Q3 4266.43
95-th Percentile 9299.297
Maximum 237522.54
Range 237413.01
IQR 3004.0625

Descriptive Statistics

Mean 3518.5018
Standard Deviation 7393.845
Variance 5.4669e+07
Sum 4.4474e+06
Skewness 25.4808
Kurtosis 793.6537
Coefficient of Variation 2.1014
  • Price per Square Meter to Buy Apartment in City Centre (USD) is not normally distributed (p-value 2.5747185476130925e-24)
  • Price per Square Meter to Buy Apartment in City Centre (USD) has 78 outliers

Price per Square Meter to Buy Apartment Outside of Centre (USD)

numerical

Approximate Distinct Count 1116
Approximate Unique (%) 88.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 2444.2319
Minimum 90.12
Maximum 79174.18
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Price per Square Meter to Buy Apartment Outside of Centre (USD) is skewed right (γ1 = 11.5891)

Quantile Statistics

Minimum 90.12
5-th Percentile 381.065
Q1 873.945
Median 1689.865
Q3 2963.145
95-th Percentile 6711.038
Maximum 79174.18
Range 79084.06
IQR 2089.2

Descriptive Statistics

Mean 2444.2319
Standard Deviation 3296.2879
Variance 1.0866e+07
Sum 3.0895e+06
Skewness 11.5891
Kurtosis 238.9669
Coefficient of Variation 1.3486
  • Price per Square Meter to Buy Apartment Outside of Centre (USD) is not normally distributed (p-value 1.5038014533033493e-19)
  • Price per Square Meter to Buy Apartment Outside of Centre (USD) has 82 outliers

Average Monthly Net Salary (After Tax) (USD)

numerical

Approximate Distinct Count 1207
Approximate Unique (%) 95.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 1718.2367
Minimum 35.75
Maximum 7910.52
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Average Monthly Net Salary (After Tax) (USD) is skewed right (γ1 = 1.1729)

Quantile Statistics

Minimum 35.75
5-th Percentile 228.835
Q1 497.3475
Median 1114.005
Q3 2672.315
95-th Percentile 4940.4565
Maximum 7910.52
Range 7874.77
IQR 2174.9675

Descriptive Statistics

Mean 1718.2367
Standard Deviation 1525.7159
Variance 2.3278e+06
Sum 2.1719e+06
Skewness 1.1729
Kurtosis 0.8355
Coefficient of Variation 0.888
  • Average Monthly Net Salary (After Tax) (USD) is not normally distributed (p-value 2.0393074229648285e-09)
  • Average Monthly Net Salary (After Tax) (USD) has 23 outliers

Mortgage Interest Rate in Percentages (%), Yearly, for 20 Years Fixed-Rate

numerical

Approximate Distinct Count 607
Approximate Unique (%) 48.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 20224
Mean 6.5563
Minimum 0.8
Maximum 56.25
Zeros 0
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Mortgage Interest Rate in Percentages (%), Yearly, for 20 Years Fixed-Rate is skewed right (γ1 = 2.9186)

Quantile Statistics

Minimum 0.8
5-th Percentile 1.5
Q1 2.745
Median 5.11
Q3 8.93
95-th Percentile 17
Maximum 56.25
Range 55.45
IQR 6.185

Descriptive Statistics

Mean 6.5563
Standard Deviation 5.5789
Variance 31.1246
Sum 8287.2
Skewness 2.9186
Kurtosis 15.5453
Coefficient of Variation 0.8509
  • Mortgage Interest Rate in Percentages (%), Yearly, for 20 Years Fixed-Rate is not normally distributed (p-value 1.1237510575872065e-09)
  • Mortgage Interest Rate in Percentages (%), Yearly, for 20 Years Fixed-Rate has 53 outliers

Interactions

Correlations

Missing Values